Package: distr6 Title: The Complete R6 Probability Distributions Interface Version: 1.8.4 Authors@R: c(person(given = "Raphael", family = "Sonabend", role = c("aut", "cre"), email = "raphaelsonabend@gmail.com", comment = c(ORCID = "0000-0001-9225-4654")), person(given = "Franz", family = "Kiraly", role = "aut", email = "f.kiraly@ucl.ac.uk"), person(given = "Peter", family = "Ruckdeschel", role = "ctb", email = "peter.ruckdeschel@uni-oldenburg.de", comment = "Author of distr"), person(given = "Matthias", family = "Kohl", role = "ctb", email = "Matthias.Kohl@stamats.de", comment = "Author of distr"), person(given = "Nurul Ain", family = "Toha", role = "ctb", email = "nurul.toha.15@ucl.ac.uk"), person(given = "Shen", family = "Chen", role = "ctb", email = "seanchen9832@icloud.com"), person(given = "Jordan", family = "Deenichin", role = "ctb", email = "d.deenichin@gmail.com"), person(given = "Chengyang", family = "Gao", role = "ctb", email = "garoc371@gmail.com"), person(given = "Chloe Zhaoyuan", family = "Gu", role = "ctb", email = "guzhaoyuan@outlook.com"), person(given = "Yunjie", family = "He", role = "ctb", email = "zcakebx@ucl.ac.uk"), person(given = "Xiaowen", family = "Huang", role = "ctb", email = "hxw3678@gmail.com"), person(given = "Shuhan", family = "Liu", role = "ctb", email = "Shuhan.liu.99@gmail.com"), person(given = "Runlong", family = "Yu", role = "ctb", email = "edwinyurl@hotmail.com"), person(given = "Chijing", family = "Zeng", role = "ctb", email = "britneyzenguk@gmail.com"), person(given = "Qian", family = "Zhou", role = "ctb", email = "zcakqz1@ucl.ac.uk"), person(given = "Michal", family = "Lauer", role = "ctb", email = "michal.lauer.25@gmail.com"), person(given = "John", family = "Zobolas", role = "ctb", email = "bblodfon@gmail.com", comment = c(ORCID = "0000-0002-3609-8674"))) Description: An R6 object oriented distributions package. Unified interface for 42 probability distributions and 11 kernels including functionality for multiple scientific types. Additionally functionality for composite distributions and numerical imputation. Design patterns including wrappers and decorators are described in Gamma et al. (1994, ISBN:0-201-63361-2). For quick reference of probability distributions including d/p/q/r functions and results we refer to McLaughlin, M. P. (2001). Additionally Devroye (1986, ISBN:0-387-96305-7) for sampling the Dirichlet distribution, Gentle (2009) for sampling the Multivariate Normal distribution and Michael et al. (1976) for sampling the Wald distribution. License: MIT + file LICENSE URL: https://xoopr.github.io/distr6/, https://github.com/xoopr/distr6/ BugReports: https://github.com/xoopr/distr6/issues Imports: checkmate, data.table, ooplah, param6 (>= 0.2.4), R6, Rcpp, set6 (>= 0.2.6), stats Suggests: abind, actuar, cubature, extraDistr, GoFKernel, knitr, plotly, pracma, R62S3, rmarkdown, testthat Remotes: mlr-org/ooplah, mlr-org/set6, mlr-org/param6 LinkingTo: Rcpp VignetteBuilder: knitr Config/testthat/edition: 3 Encoding: UTF-8 Roxygen: list(markdown = TRUE, r6 = TRUE) RoxygenNote: 7.2.3 SystemRequirements: C++11 Collate: 'helpers.R' 'distr6_globals.R' 'Distribution.R' 'DistributionDecorator.R' 'DistributionDecorator_CoreStatistics.R' 'DistributionDecorator_ExoticStatistics.R' 'DistributionDecorator_FunctionImputation.R' 'Distribution_Kernel.R' 'Distribution_SDistribution.R' 'Kernel_Cosine.R' 'Kernel_Epanechnikov.R' 'Kernel_Logistic.R' 'Kernel_Normal.R' 'Kernel_Quartic.R' 'Kernel_Sigmoid.R' 'Kernel_Silverman.R' 'Kernel_Triangular.R' 'Kernel_Tricube.R' 'Kernel_Triweight.R' 'Kernel_Uniform.R' 'RcppExports.R' 'SDistribution_Arcsine.R' 'SDistribution_Arrdist.R' 'SDistribution_Bernoulli.R' 'SDistribution_Beta.R' 'SDistribution_BetaNoncentral.R' 'SDistribution_Binomial.R' 'SDistribution_Categorical.R' 'SDistribution_Cauchy.R' 'SDistribution_ChiSquared.R' 'SDistribution_ChiSquaredNoncentral.R' 'SDistribution_Degenerate.R' 'SDistribution_Dirichlet.R' 'SDistribution_DiscreteUniform.R' 'SDistribution_Empirical.R' 'SDistribution_EmpiricalMultivariate.R' 'SDistribution_Erlang.R' 'SDistribution_Exponential.R' 'SDistribution_FDistribution.R' 'SDistribution_FDistributionNoncentral.R' 'SDistribution_Frechet.R' 'SDistribution_Gamma.R' 'SDistribution_Geometric.R' 'SDistribution_Gompertz.R' 'SDistribution_Gumbel.R' 'SDistribution_Hypergeometric.R' 'SDistribution_InverseGamma.R' 'SDistribution_Laplace.R' 'SDistribution_Logarithmic.R' 'SDistribution_Logistic.R' 'SDistribution_Loglogistic.R' 'SDistribution_Lognormal.R' 'SDistribution_Matdist.R' 'SDistribution_Multinomial.R' 'SDistribution_MultivariateNormal.R' 'SDistribution_NegBinomal.R' 'SDistribution_Normal.R' 'SDistribution_Pareto.R' 'SDistribution_Poisson.R' 'SDistribution_Rayleigh.R' 'SDistribution_ShiftedLoglogistic.R' 'SDistribution_StudentT.R' 'SDistribution_StudentTNoncentral.R' 'SDistribution_Triangular.R' 'SDistribution_Uniform.R' 'SDistribution_Wald.R' 'SDistribution_Weibull.R' 'SDistribution_WeightedDiscrete.R' 'Wrapper.R' 'Wrapper_Convolution.R' 'Wrapper_HuberizedDistribution.R' 'Wrapper_MixtureDistribution.R' 'Wrapper_ProductDistribution.R' 'Wrapper_Scale.R' 'Wrapper_TruncatedDistribution.R' 'Wrapper_VectorDistribution.R' 'as.Distribution.R' 'assertions.R' 'c.Distribution.R' 'decomposeMixture.R' 'decorate.R' 'distr6-deprecated.R' 'distr6-package.R' 'distr6.news.R' 'distrSimulate.R' 'dparse.R' 'exkurtosisType.R' 'generalPNorm.R' 'getParameterSet.R' 'helpers_pdq.R' 'helpers_wrappers.R' 'isPdqr.R' 'lines_continuous.R' 'lines_discrete.R' 'lines.R' 'listDecorators.R' 'listDistributions.R' 'listKernels.R' 'listWrappers.R' 'makeUniqueDistributions.R' 'measures.R' 'merge_cols.R' 'mixMatrix.R' 'mixturiseVector.R' 'plot_continuous.R' 'plot_discrete.R' 'plot_distribution.R' 'plot_matdistribution.R' 'plot_multivariate.R' 'plot_vectordistribution.R' 'qqplot.R' 'rep.Distribution.R' 'sets.R' 'simulateEmpiricalDistribution.R' 'skewType.R' 'sugar.R' 'transformers.R' 'zzz.R' Repository: https://mlr-org.r-universe.dev Date/Publication: 2026-02-23 12:44:03 UTC RemoteUrl: https://github.com/mlr-org/distr6 RemoteRef: main RemoteSha: 52ec317e549c234361eee139ca2e5aefd283690d NeedsCompilation: yes Packaged: 2026-06-24 01:00:29 UTC; root Author: Raphael Sonabend [aut, cre] (ORCID: ), Franz Kiraly [aut], Peter Ruckdeschel [ctb] (Author of distr), Matthias Kohl [ctb] (Author of distr), Nurul Ain Toha [ctb], Shen Chen [ctb], Jordan Deenichin [ctb], Chengyang Gao [ctb], Chloe Zhaoyuan Gu [ctb], Yunjie He [ctb], Xiaowen Huang [ctb], Shuhan Liu [ctb], Runlong Yu [ctb], Chijing Zeng [ctb], Qian Zhou [ctb], Michal Lauer [ctb], John Zobolas [ctb] (ORCID: ) Maintainer: Raphael Sonabend